Distance Measure Assisted Rough Set Feature Selection.
Neil Mac ParthaláinQiang ShenRichard JensenPublished in: FUZZ-IEEE (2007)
Keyphrases
- distance measure
- rough sets
- feature selection
- feature reduction
- rough set theory
- euclidean distance
- decision rules
- attribute reduction
- data mining
- distance function
- fuzzy sets
- similarity measure
- support vector machine
- feature space
- rule extraction
- support vector
- text classification
- text categorization
- high dimensionality
- feature selection algorithms
- information entropy
- rough sets theory
- pattern recognition
- dimensionality reduction
- machine learning
- tool for data mining
- set pair analysis
- information gain
- feature subset
- decision table
- concept lattice
- similarity search
- naive bayes
- fuzzy logic
- continuous valued attributes
- knn
- data analysis